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. 2017 Feb 2;67(2):110–122. doi: 10.1270/jsbbs.16027

Table 2.

Empirical means and quantiles for parameters

Estimated value for: Half-Normal distributed prior Gamma-distributed prior Half-Cauchy-distributed prior Uniformly distributed prior




Empirical mean Quantiles Empirical mean Quantiles Empirical mean Quantiles Empirical mean Quantiles




2.50% 97.50% 2.50% 97.50% 2.50% 97.50% 2.50% 97.50%
γ1 −2.35 3.11 1.62 −2.32 3.08 1.59 −2.31 3.06 1.59 −2.35 3.11 1.62
γ2 −0.66 1.41 0.06 −0.63 1.37 0.09 −0.62 1.36 0.09 −0.66 1.41 0.06
γ3 2.63 1.11 3.88 2.63 1.13 3.88 2.16 1.02 3.69 2.62 1.11 3.85
γ4 2.14 1.01 3.69 2.15 0.99 3.70 2.63 1.15 3.85 2.14 0.99 3.77
β1k0 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
β2k −0.21 0.46 0.03 −0.21 0.45 0.03 −0.21 0.45 0.03 −0.22 0.46 0.03
βl1 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
βl2 −0.05 0.44 0.34 −0.04 0.44 0.35 −0.05 0.44 0.34 −0.05 0.45 0.34
βl3 −0.03 0.43 0.36 −0.03 0.42 0.36 −0.03 0.41 0.36 −0.03 0.42 0.36
h2 0.29 0.21 0.38 0.29 0.21 0.37 0.29 0.20 0.37 0.29 0.21 0.38
σa2 1.41 0.89 2.01 1.37 0.86 1.96 1.34 0.85 1.92 1.41 0.90 2.02

Empirical means and 2.50% and 97.50% quantiles for the parameters monitored in JAGS. These were calculated from the posterior distributions of each parameter.